ClawAudit verdict

zotero-scholar

zotero-openclaw

88
🟢 Trusted
Low risk — reviewed by ClawAudit, behavior matches stated purpose

The skill is used to save papers to Zotero library, with legitimate functionality.

⚠ Flagged for review — coarse, uncorroborated signal, not a confirmed exploit. Review the config yourself before installing.

Automated static analysis — not a human review. ClawAudit flags capabilities, not confirmed intent, and can produce false positives. Disagree with this verdict? Use Dispute below.

90
security
60
transparency
70
maintenance

Permission integrity

Installs packages at runtime — transitive dependencies are not auditable

package_install

Findings (2)

Pattern match low

Python os.environ.get — reads environment variable

scripts/save_paper.py · prose · downgraded · os.environ.get(

Pattern match low

Python urllib.request — network access

scripts/save_paper.py · prose · downgraded · urllib.request

Permissions & capabilities

Requires 1 environment variable. (1 sensitive: ZOTERO_CREDENTIALS). Requires 1 system binary.

credential_accesspackage_install

Is this flag fair?

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